# Gemma 4 31B vs Qwen3.5-122B-A10B

> Side-by-side benchmark comparison for Gemma 4 31B and Qwen3.5-122B-A10B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gemma-4-31b-vs-qwen3-5-122b-a10b
- Last updated: November 11, 2026

- Shared sourced benchmarks: 4
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Qwen3.5-122B-A10B leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests.

## Summary

- Qwen3.5-122B-A10B has the higher overall point estimate 52.64 to 29.1. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in agentic, where the averages are 13.5 for Gemma 4 31B and 33.4 for Qwen3.5-122B-A10B.
- The biggest single benchmark swing is GPQA in Knowledge, with scores of 84.3% and 86.6%.
- Qwen3.5-122B-A10B also has the larger context window at 262K.

## Model Snapshot

| Property | Gemma 4 31B | Qwen3.5-122B-A10B |
|----------|----------|----------|
| Creator | Google | Alibaba |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 256K | 262K |
| Overall Score | 29.1 | 52.64 |
| Benchmarks Covered | 13 | 18 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Directional only
- Gemma 4 31B public-lane score: 13.5 (Estimated · #130/132)
- Qwen3.5-122B-A10B public-lane score: 33.4 (Estimated · #95/132)

| Benchmark | Gemma 4 31B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| b3 Agent Security | 83.0% | Coming soon | Coming soon |
| Cyber Misuse Refusal | 84.0% | Coming soon | Coming soon |
| Gert Labs | 35.26% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 49.4% | Coming soon |
| BrowseComp | Coming soon | 63.8% | Coming soon |
| OSWorld-Verified | Coming soon | 58% | Coming soon |

### Coding

- Winner: Qwen3.5-122B-A10B
- Gemma 4 31B public-lane score: 30.3 (Supported · #107/158)
- Qwen3.5-122B-A10B public-lane score: 35.4 (Supported · #87/158)

| Benchmark | Gemma 4 31B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | 80.0% | 78.9% | Gemma 4 31B |
| SWE-Rebench | 41.6% | Coming soon | Coming soon |
| React Native Evals | 75.2% | Coming soon | Coming soon |
| SWE-bench Verified | Coming soon | 72% | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 49.4% | Coming soon |

### Reasoning

- Winner: Qwen3.5-122B-A10B
- Gemma 4 31B public-lane score: 32.5 (Supported · #109/158)
- Qwen3.5-122B-A10B public-lane score: 40.2 (Supported · #81/158)

| Benchmark | Gemma 4 31B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| MRCRv2 | 66.4% | Coming soon | Coming soon |
| LongBench v2 | Coming soon | 60.2% | Coming soon |

### Multimodal & Grounded

- Winner: Directional only
- Gemma 4 31B public-lane score: 47.5 (Supported · #61/67)
- Qwen3.5-122B-A10B public-lane score: 51.4 (Estimated · #52/67)

| Benchmark | Gemma 4 31B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| ParseBench | 62.40% | Coming soon | Coming soon |
| MMMU-Pro | 76.9% | 76.9% | Tie |
| MMMU | Coming soon | 83.9% | Coming soon |
| MMVU | Coming soon | 74.7% | Coming soon |
| MathVision | Coming soon | 86.2% | Coming soon |
| CharXiv | Coming soon | 77.2% | Coming soon |
| V* | Coming soon | 93.2% | Coming soon |

### Knowledge

- Winner: Directional only
- Gemma 4 31B public-lane score: 37 (Supported · #129/179)
- Qwen3.5-122B-A10B public-lane score: 48 (Estimated · #89/179)

| Benchmark | Gemma 4 31B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 84.3% | 86.6% | Qwen3.5-122B-A10B |
| MMLU-Pro | 85.2% | 86.7% | Qwen3.5-122B-A10B |
| HLE | 26.5% | Coming soon | Coming soon |
| HLE w/o tools | 19.5% | Coming soon | Coming soon |
| SuperGPQA | Coming soon | 67.1% | Coming soon |

### Multilingual

- Winner: Not comparable
- Gemma 4 31B public-lane score: Coming soon
- Qwen3.5-122B-A10B public-lane score: 87.1 (#9/17)

| Benchmark | Gemma 4 31B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 82.2% | Coming soon |

### Instruction Following

- Winner: Directional only
- Gemma 4 31B public-lane score: 92.9 (#16/157)
- Qwen3.5-122B-A10B public-lane score: 93 (#13/157)

| Benchmark | Gemma 4 31B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 93.4% | Coming soon |

## FAQ

### Which is better overall, Gemma 4 31B or Qwen3.5-122B-A10B?

Qwen3.5-122B-A10B has the higher overall point estimate. Conditional score ranges do not establish rank confidence.

### Where is the biggest gap between Gemma 4 31B and Qwen3.5-122B-A10B?

The widest category gap is in agentic, where the averages are 13.5 for Gemma 4 31B and 33.4 for Qwen3.5-122B-A10B.

### How many benchmarks does Gemma 4 31B cover on BenchLM?

Gemma 4 31B currently has 13 sourced benchmark scores on BenchLM.

### How many benchmarks does Qwen3.5-122B-A10B cover on BenchLM?

Qwen3.5-122B-A10B currently has 18 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Gemma 4 31B vs Gemma 4 26B A4B](/compare/gemma-4-26b-a4b-vs-gemma-4-31b)
- [Qwen3.5-122B-A10B vs Gemma 4 26B A4B](/compare/gemma-4-26b-a4b-vs-qwen3-5-122b-a10b)
- [Gemma 4 31B vs Gemma 4 12B](/compare/gemma-4-12b-vs-gemma-4-31b)
- [Qwen3.5-122B-A10B vs Gemma 4 12B](/compare/gemma-4-12b-vs-qwen3-5-122b-a10b)

## Explore More

- [Gemma 4 31B profile](/models/gemma-4-31b)
- [Qwen3.5-122B-A10B profile](/models/qwen3-5-122b-a10b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)